5 Statistics Concepts in Data Science Interviews | Power, Errors, Confidence Interval, P value

5 Statistics Concepts in Data Science Interviews | Power, Errors, Confidence Interval, P value

We will talk about top 5 statistics concepts in data science interview. I will show you how to explain those concept to both technical and non-technical audiences.

Top 5 Statistics Concepts in Data Science Interviews

In this video, we will talk about top 5 statistics concepts in data science interview. I will show you how to explain those concept to both technical and non-technical audiences.

  • 0:00 Intro
  • 1:27 Structure your answer for technical audience
  • 2:08 Structure your answer for non-technical audience
  • 3:04 Power, Type I error, Type II error (for technical audience)
  • 5:15 Power, Type I error, Type II error (for non-technical audience)
  • 6:17 Confidence interval (for technical audience)
  • 8:33 Confidence interval (for non-technical audience)
  • 9:20 P value (for technical audience)
  • 11:29 P value (for non-technical audience)

interview-questions data-science

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